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Manufactured Engagement – When Social Proof Becomes Social Fiction

Manufactured Engagement When Social Proof Becomes Social Fiction Issue 263, May 7, 2026 In the previous issue and the Artificial Understanding series, I described the comprehension gap and the circular system in which our behavioral data feeds AI systems that shape our behavior without our conscious understanding. I closed the series with a warning about what happens when fabricated behavioral data is injected back into the same algorithmic systems that govern what we see. This fabrication, which I explain later…

Human Factor Podcast Season 2 Episode 021: When Generations Collide – The Generational Fault Lines of Organizational Transformation

Episode 021 When Generations Collide – The Generational Fault Lines of Organizational Transformation People Who Share Formative Experiences Develop a Distinct Orientation Toward the World Host: Kevin Novak and Guest: Ryan Vet Duration: 71 minutes Available: May 1, 2026 🎙️Season 2, Episode 21  Episodes are available in both video and audio formats across all major podcast platforms, including Spotify, YouTube, Pandora, Apple Podcasts, and via RSS, among others. Transcript Available Below Episode Overview Think about the last major change…

Artificial Understanding – What Feeds the Machine and What It Means for All of Us

Artificial Understanding What Feeds the Machine and What It Means for All of Us Part Three of a Three-Part Series Issue 262, April 30, 2026 Over the past two weeks, this series has examined the comprehension gap that defines our relationship with artificial intelligence. In Part One, I explored how executives are making consequential decisions about AI systems they do not fully understand, creating organizational risk that grows in proportion to the gap between capability and comprehension. In Part Two,…

The Value of Intangibles

Why 92 percent of S&P 500 value now resides in intangible assets while most organizations still measure only the tangible 8 percent. The precision trap, the measurement gap, and what a serious approach to measuring trust, culture, and institutional knowledge actually requires.

Artificial Understanding – The Human Cost of the Comprehension Gap

Artificial Understanding The Human Cost of the Comprehension Gap Part Two of a Three-Part Series Issue 261, April 23, 2026 Last week, in Part One of this series, I examined the comprehension gap that separates what artificial intelligence can do from what the people deploying it actually understand. That piece focused on the boardroom, on the executives making consequential decisions about technology they have not taken the time to genuinely comprehend. The responses I received confirmed what I suspected: the…

Why Transformation Dashboards Lie

Your transformation dashboard is likely not showing you reality. It is showing you a version of reality shaped by confirmation bias, survivorship data, and aggregation smoothing. This article examines five patterns of dashboard deception and what honest measurement actually requires.

Artificial Understanding – The Intelligence We Built and the Comprehension We Didn’t

Artificial Understanding The Intelligence We Built and the Comprehension We Didn’t Part One of a Three-Part Series Issue 260, April 16, 2026 I attended a virtual event last week that was constructed around consideration and discussion of AI twins for CEOs and C-level executives. The technology discussion was impressive; there are so many options. I geeked out on the framework, policy and procedure points and where progress is happening as we continue to run instead of walk. It was a…

Spring Renewal 2026 – Redefining Ourselves in a Season of Disruption

Spring Renewal 2026 Redefining Ourselves in a Season of Disruption Issue 259, April 9, 2026 Spring has always carried a particular kind of promise. The natural world begins again. Light returns. Something dormant wakes up. And for as long as I have been writing this newsletter, I have used this season to pause, look back across the body of work we have built together, and ask a simple question: what do we need to revisit? This year, that question carries…

Organizational Memory Loss – Why Learning Doesn’t Stick

Organizational Memory Loss Why Learning Doesn’t Stick Issue 258, April 2, 2026 A senior leader at a client I work with told me something recently that has stayed with me. Her organization had just completed a major strategic initiative, the third of its kind in four years, and by most measures it had gone reasonably well. On time. On budget. Acceptable progress to date. But when she pulled up the reports from the previous two initiatives, she found something that…

Why AI Adoption Resistance in the Workplace Is a Leadership Problem, Not a Technology Problem

Why AI Adoption Resistance in the Workplace Is a Leadership Problem, Not a Technology Problem Most organizations treat AI adoption resistance in the workplace as a training gap. Leadership assumes that if people understood the technology better, used it more, or simply got over their discomfort, adoption would follow. This assumption is wrong, and it is the primary reason that, according to MIT research published in 2025, 95 percent of corporate AI initiatives fail to meet their stated objectives. AI…